## Parsed with column specification:
## cols(
## .default = col_double(),
## FlightDate = col_date(format = ""),
## Reporting_Airline = col_character(),
## IATA_CODE_Reporting_Airline = col_character(),
## Tail_Number = col_character(),
## Origin = col_character(),
## OriginCityName = col_character(),
## OriginState = col_character(),
## OriginStateFips = col_character(),
## OriginStateName = col_character(),
## Dest = col_character(),
## DestCityName = col_character(),
## DestState = col_character(),
## DestStateFips = col_character(),
## DestStateName = col_character(),
## CRSDepTime = col_character(),
## DepTime = col_character(),
## DepTimeBlk = col_character(),
## WheelsOff = col_character(),
## WheelsOn = col_character(),
## CRSArrTime = col_character()
## # ... with 40 more columns
## )
## See spec(...) for full column specifications.
Paragraph…
## Parsed with column specification:
## cols(
## .default = col_double(),
## AIRPORT = col_character(),
## DISPLAY_AIRPORT_NAME = col_character(),
## DISPLAY_AIRPORT_CITY_NAME_FULL = col_character(),
## AIRPORT_COUNTRY_NAME = col_character(),
## AIRPORT_COUNTRY_CODE_ISO = col_character(),
## AIRPORT_STATE_NAME = col_character(),
## AIRPORT_STATE_CODE = col_character(),
## AIRPORT_STATE_FIPS = col_character(),
## DISPLAY_CITY_MARKET_NAME_FULL = col_character(),
## LAT_HEMISPHERE = col_character(),
## LON_HEMISPHERE = col_character(),
## AIRPORT_START_DATE = col_date(format = ""),
## AIRPORT_THRU_DATE = col_date(format = ""),
## X33 = col_logical()
## )
## See spec(...) for full column specifications.
## Source : http://tile.stamen.com/terrain/4/2/5.png
## Source : http://tile.stamen.com/terrain/4/3/5.png
## Source : http://tile.stamen.com/terrain/4/4/5.png
## Source : http://tile.stamen.com/terrain/4/5/5.png
## Source : http://tile.stamen.com/terrain/4/2/6.png
## Source : http://tile.stamen.com/terrain/4/3/6.png
## Source : http://tile.stamen.com/terrain/4/4/6.png
## Source : http://tile.stamen.com/terrain/4/5/6.png
## Source : http://tile.stamen.com/terrain/4/2/7.png
## Source : http://tile.stamen.com/terrain/4/3/7.png
## Source : http://tile.stamen.com/terrain/4/4/7.png
## Source : http://tile.stamen.com/terrain/4/5/7.png
| Origin_DateTime_NY | Dest_DateTime_NY | Tail_Number | Origin | Dest |
|---|---|---|---|---|
| 2020-02-01 20:35:00 | 2020-02-01 22:46:00 | N231JB | ATL | BOS |
| 2020-02-01 20:48:00 | 2020-02-01 23:20:00 | N309JB | BOS | ATL |
| 2020-02-01 10:38:00 | 2020-02-01 12:52:00 | N284JB | ATL | BOS |
| 2020-02-01 06:01:00 | 2020-02-01 07:56:00 | N632JB | ATL | FLL |
| 2020-02-01 10:46:00 | 2020-02-01 12:31:00 | N547JB | FLL | ATL |
| 2020-02-01 07:22:00 | 2020-02-01 10:02:00 | N637JB | JFK | ATL |
## # A tibble: 6,580 x 2
## # Groups: Tail_Number [2,422]
## Tail_Number DayofMonth
## <chr> <dbl>
## 1 N101DQ 24
## 2 N101HQ 1
## 3 N101HQ 2
## 4 N102HQ 12
## 5 N102HQ 29
## 6 N103HQ 7
## 7 N103HQ 11
## 8 N105DU 21
## 9 N106HQ 22
## 10 N107SY 22
## # ... with 6,570 more rows
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## $ strip.switch.pad.wrap : 'unit' num 2.25pt
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## ..$ margin : NULL
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## ..- attr(*, "class")= chr [1:2] "element_text" "element"
## - attr(*, "class")= chr [1:2] "theme" "gg"
## - attr(*, "complete")= logi TRUE
## - attr(*, "validate")= logi TRUE
## # A tibble: 2 x 11
## Origin_lon Origin_lat Dest_lon Dest_lat Dep_DateTime Arr_DateTime
## <dbl> <dbl> <dbl> <dbl> <dttm> <chr>
## 1 -76.7 39.2 -84.4 33.6 2020-02-24 18:42:00 2020-02-24 ~
## 2 -84.4 33.6 -82.9 40.0 2020-02-24 22:06:00 2020-02-24 ~
## # ... with 5 more variables: AirTime_inter <dbl>, lon_inter <dbl>,
## # lat_inter <dbl>, lon_incre <dbl>, lat_incre <dbl>
## New names:
## * value -> value...1
## * value -> value...2
## New names:
## * value -> value...1
## * value -> value...2
### test
## # A tibble: 2 x 8
## DepTime AirTime Origin_lon Origin_lat Dest_lon Dest_lat lon_incre lat_incre
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 2206 67 -84.4 33.6 -82.9 40.0 0.344 1.42
## 2 1842 103 -76.7 39.2 -84.4 33.6 -1.13 -0.807
## # A tibble: 14 x 122
## Year Quarter Month DayofMonth DayOfWeek FlightDate Reporting_Airli~
## <dbl> <dbl> <dbl> <dbl> <dbl> <date> <chr>
## 1 2020 1 2 24 1 2020-02-24 B6
## 2 2020 1 2 24 1 2020-02-24 B6
## 3 2020 1 2 24 1 2020-02-24 B6
## 4 2020 1 2 24 1 2020-02-24 B6
## 5 2020 1 2 24 1 2020-02-24 B6
## 6 2020 1 2 24 1 2020-02-24 B6
## 7 2020 1 2 24 1 2020-02-24 B6
## 8 2020 1 2 24 1 2020-02-24 B6
## 9 2020 1 2 24 1 2020-02-24 B6
## 10 2020 1 2 24 1 2020-02-24 B6
## 11 2020 1 2 24 1 2020-02-24 B6
## 12 2020 1 2 24 1 2020-02-24 B6
## 13 2020 1 2 24 1 2020-02-24 B6
## 14 2020 1 2 24 1 2020-02-24 B6
## # ... with 115 more variables: DOT_ID_Reporting_Airline <dbl>,
## # IATA_CODE_Reporting_Airline <chr>, Tail_Number <chr>,
## # Flight_Number_Reporting_Airline <dbl>, OriginAirportID <dbl>,
## # OriginAirportSeqID <dbl>, OriginCityMarketID <dbl>, Origin <chr>,
## # OriginCityName <chr>, OriginState <chr>, OriginStateFips <chr>,
## # OriginStateName <chr>, OriginWac <dbl>, DestAirportID <dbl>,
## # DestAirportSeqID <dbl>, DestCityMarketID <dbl>, Dest <chr>,
## # DestCityName <chr>, DestState <chr>, DestStateFips <chr>,
## # DestStateName <chr>, DestWac <dbl>, CRSDepTime <chr>, DepTime <chr>,
## # DepDelay <dbl>, DepDelayMinutes <dbl>, DepDel15 <dbl>,
## # DepartureDelayGroups <dbl>, DepTimeBlk <chr>, TaxiOut <dbl>,
## # WheelsOff <chr>, WheelsOn <chr>, TaxiIn <dbl>, CRSArrTime <chr>,
## # ArrTime <chr>, ArrDelay <dbl>, ArrDelayMinutes <dbl>, ArrDel15 <dbl>,
## # ArrivalDelayGroups <dbl>, ArrTimeBlk <chr>, Cancelled <dbl>,
## # CancellationCode <chr>, Diverted <dbl>, CRSElapsedTime <dbl>,
## # ActualElapsedTime <dbl>, AirTime <dbl>, Flights <dbl>, Distance <dbl>,
## # DistanceGroup <dbl>, CarrierDelay <dbl>, WeatherDelay <dbl>,
## # NASDelay <dbl>, SecurityDelay <dbl>, LateAircraftDelay <dbl>,
## # FirstDepTime <chr>, TotalAddGTime <dbl>, LongestAddGTime <dbl>,
## # DivAirportLandings <dbl>, DivReachedDest <dbl>, DivActualElapsedTime <dbl>,
## # DivArrDelay <dbl>, DivDistance <dbl>, Div1Airport <chr>,
## # Div1AirportID <dbl>, Div1AirportSeqID <dbl>, Div1WheelsOn <chr>,
## # Div1TotalGTime <dbl>, Div1LongestGTime <dbl>, Div1WheelsOff <dbl>,
## # Div1TailNum <chr>, Div2Airport <lgl>, Div2AirportID <lgl>,
## # Div2AirportSeqID <lgl>, Div2WheelsOn <lgl>, Div2TotalGTime <lgl>,
## # Div2LongestGTime <lgl>, Div2WheelsOff <lgl>, Div2TailNum <lgl>,
## # Div3Airport <lgl>, Div3AirportID <lgl>, Div3AirportSeqID <lgl>,
## # Div3WheelsOn <lgl>, Div3TotalGTime <lgl>, Div3LongestGTime <lgl>,
## # Div3WheelsOff <lgl>, Div3TailNum <lgl>, Div4Airport <lgl>,
## # Div4AirportID <lgl>, Div4AirportSeqID <lgl>, Div4WheelsOn <lgl>,
## # Div4TotalGTime <lgl>, Div4LongestGTime <lgl>, Div4WheelsOff <lgl>,
## # Div4TailNum <lgl>, Div5Airport <lgl>, Div5AirportID <lgl>,
## # Div5AirportSeqID <lgl>, Div5WheelsOn <lgl>, Div5TotalGTime <lgl>,
## # Div5LongestGTime <lgl>, ...
Here is one way to make an animation.
## Parsed with column specification:
## cols(
## .default = col_double(),
## FlightDate = col_date(format = ""),
## Reporting_Airline = col_character(),
## IATA_CODE_Reporting_Airline = col_character(),
## Tail_Number = col_character(),
## Origin = col_character(),
## OriginCityName = col_character(),
## OriginState = col_character(),
## OriginStateFips = col_character(),
## OriginStateName = col_character(),
## Dest = col_character(),
## DestCityName = col_character(),
## DestState = col_character(),
## DestStateFips = col_character(),
## DestStateName = col_character(),
## CRSDepTime = col_character(),
## DepTime = col_character(),
## DepTimeBlk = col_character(),
## WheelsOff = col_character(),
## WheelsOn = col_character(),
## CRSArrTime = col_character()
## # ... with 40 more columns
## )
## See spec(...) for full column specifications.
## Parsed with column specification:
## cols(
## `Airline ID` = col_double(),
## Name = col_character(),
## Alias = col_character(),
## IATA = col_character(),
## ICAO = col_character(),
## Callsign = col_character(),
## Country = col_character(),
## Active = col_character()
## )
## Parsed with column specification:
## cols(
## `Airport ID` = col_double(),
## Name = col_character(),
## City = col_character(),
## Country = col_character(),
## IATA = col_character(),
## ICAO = col_character(),
## Latitude = col_double(),
## Longitude = col_double(),
## Altitude = col_double(),
## Timezone = col_double(),
## DST = col_character(),
## `Tz database time zone` = col_character(),
## Type = col_character(),
## Source = col_character()
## )
## Parsed with column specification:
## cols(
## .default = col_character(),
## `YEAR MFR` = col_double(),
## `TYPE REGISTRANT` = col_double(),
## `LAST ACTION DATE` = col_double(),
## `CERT ISSUE DATE` = col_double(),
## `TYPE AIRCRAFT` = col_double(),
## `TYPE ENGINE` = col_double(),
## `MODE S CODE` = col_double(),
## `AIR WORTH DATE` = col_double(),
## `EXPIRATION DATE` = col_double(),
## X35 = col_logical()
## )
## See spec(...) for full column specifications.
## Parsed with column specification:
## cols(
## CODE = col_character(),
## MFR = col_character(),
## MODEL = col_character(),
## TYPE = col_double(),
## HORSEPOWER = col_character(),
## THRUST = col_character(),
## X7 = col_logical()
## )
## Parsed with column specification:
## cols(
## CODE = col_character(),
## MFR = col_character(),
## MODEL = col_character(),
## `TYPE-ACFT` = col_double(),
## `TYPE-ENG` = col_double(),
## `AC-CAT` = col_double(),
## `BUILD-CERT-IND` = col_double(),
## `NO-ENG` = col_character(),
## `NO-SEATS` = col_character(),
## `AC-WEIGHT` = col_character(),
## SPEED = col_character(),
## X12 = col_logical()
## )
## Parsed with column specification:
## cols(
## .default = col_character(),
## valid = col_datetime(format = ""),
## lon = col_double(),
## lat = col_double(),
## alti = col_double(),
## vsby = col_double()
## )
## See spec(...) for full column specifications.
## Loading required package: xml2
##
## Attaching package: 'rvest'
## The following object is masked from 'package:purrr':
##
## pluck
## The following object is masked from 'package:readr':
##
## guess_encoding
## # A tibble: 1 x 6
## faa pop mayor area zip fip
## <chr> <dbl> <chr> <dbl> <chr> <chr>
## 1 ATL 506811 Keisha Lance B~ 8376 30060, 30301–30322, 30324–30334, 30~ 13-04~
Cite the main sources for your work, including R packages used.